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GTC ON-DEMAND

Artificial Intelligence and Deep Learning
Presentation
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OpenSeq2Seq: A Deep learning Toolkit for Speech Recognition, Speech Synthesis, and NLP
Abstract:

OpenSeq2Seq is an open-source, TensorFlow-based toolkit, which supports a wide range of off-the-shelf models for Natural Language Translation (GNMT, Transformer, ConvS2S), Speech Recognition (Wave2Letter, DeepSpeech2), Speech Synthesis (Tacotron 2), Language Modeling and transfer learning for NLP tasks. OpenSeq2Seq is optimized for latest GPUs. It supports multi-GPU and mixed-precision training. Benchmarks on machine translation and speech recognition tasks show that models built using OpenSeq2Seq give state-of-the-art performance at 1.5-3x faster training time.

 
Topics:
Artificial Intelligence and Deep Learning
Type:
Talk
Event:
GTC Israel
Year:
2018
Session ID:
SIL8152
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